本期播客基于英伟达首席执行官黄仁勋在“战略与国际研究中心”的一次炉边谈话的访谈实录,他与主持人就人工智能(AI)的未来、美国的技术领导地位以及与中国的竞争进行了深入的讨论。黄仁勋将AI技术堆栈比作一个五层蛋糕,包括能源、芯片、基础设施、模型和应用,并认为能源问题是美国在AI竞赛中保持领先地位的一个严重制约因素。他还强调了美国需要再工业化以及技术产业对于国家安全的至关重要性,同时对中国的AI生态系统和其在开放源代码及应用扩散方面的优势表达了尊重与担忧。黄仁勋最后对AI的积极前景表示了极度的乐观,认... more
本期播客基于 OpenRouter 与 a16z 合作发布的一项实证研究,它分析了截至 2025 年底 OpenRouter 平台收集的 超过 100 万亿令牌 的真实 LLM 交互数据。研究的核心发现是行业正在发生结构性转变,即从单一文本生成转向涉及多步骤审议和工具调用的代理推理 作流程。在用途方面,尽管专有系统仍在编程等高价值领域占主导地位,但开源模型已经迅速扩张,且主要流量来自意外的创意角色扮演和技术性的编程辅助类别。该报告还观察到LLM的采用正变得日益全球化,亚洲市场份额显著增长,并通过... more
本期播客主要围绕 DeepSeek 发布的 V3.2 和 V3.2-Speciale 大型语言模型,这些模型已根据 MIT 许可证开源,旨在直接挑战如 GPT-5 和 Gemini 3 Pro 等专有系统。这种竞争力的核心在于其高效的架构,它结合了拥有 6710 亿总参数的稀疏专家混合 (MoE) 设计和创新的 DeepSeek Sparse Attention (DSA) 机制。DSA 能够显著提高长文本处理的效率,使其能够经济高效地处理长达 128K token 的上下文,该效率已在早期的 ... more
本期播客作为《智能体AI全栈课程》系列第七讲,详细介绍了构建一个名为“数据库智能体”的实战项目,其核心功能是将用户的自然语言提问自动转换为可执行的 SQL 查询语句。项目流程首先要求设置隔离的 Conda 环境并安全存储 Gemini API 密钥,随后创建并初始化一个轻量级的 SQLite 数据库。成功的关键在于提示工程,即提供一个极其精确的 AI 提示,严格指导 Gemini-1.5 Pro 模型只返回原始的 SQL 代码。用户界面和核心逻辑通过 Streamlit 构建,包含两个主要函数:... more
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今日深度AI launched 5 months ago and published 61 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.
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